Description this dataset is originally from the National Institute of Diabetes and kidney diseases. The objective of the dataset is to dignostically predict whether or not a patient has diabetes. Based on a certain diagnostic measurement included in the dataset. Several constrains were placed on the selection of these instances from a larger dataset. In particular all patients here are females at least 21 old of pima Indian Heritage.